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AIF-C01 Practice Questions

AWS Certified AI Practitioner Exam

Last Update 10 hours ago
Total Questions : 365

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Our free AWS Certified AI Practitioner practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about AIF-C01. Use this test to pinpoint which areas you need to focus your study on.

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Question # 31

A company wants to label training datasets by using human feedback to fine-tune a foundation model (FM). The company does not want to develop labeling applications or manage a labeling workforce. Which AWS service or feature meets these requirements?

Options:

A.  

Amazon SageMaker Data Wrangler

B.  

Amazon SageMaker Ground Truth Plus

C.  

Amazon Transcribe

D.  

Amazon Macie

Discussion 0
Question # 32

A research group wants to test different generative AI models to create research papers. The research group has defined a prompt and needs a method to assess the models' output. The research group wants to use a team of scientists to perform the output assessments.

Which solution will meet these requirements?

Options:

A.  

Use automatic evaluation on Amazon Personalize.

B.  

Use content moderation on Amazon Rekognition.

C.  

Use model evaluation on Amazon Bedrock.

D.  

Use sentiment analysis on Amazon Comprehend.

Discussion 0
Question # 33

Which statement describes a generative AI use case for multimodal models?

Options:

A.  

Deploy multiple scalable and cost-effective versions of a model.

B.  

Process large amounts of data to train multiple models.

C.  

Write code in multiple programming languages.

D.  

Process different data types, such as images, audio, and videos.

Discussion 0
Question # 34

An airline company wants to use a generative AI model to convert a flight booking system from one coding language into another coding language. The company must select a model for this task.

Which criteria should the company use to select the correct generative AI model for this task?

Options:

A.  

Syntax, semantic understanding, and code optimization capabilities

B.  

Code generation speed and error handling capabilities

C.  

Ability to generate creative content

D.  

Model size and resource requirements

Discussion 0
Question # 35

A company is using few-shot prompting on a base model that is hosted on Amazon Bedrock. The model currently uses 10 examples in the prompt. The model is invoked once daily and is performing well. The company wants to lower the monthly cost.

Which solution will meet these requirements?

Options:

A.  

Customize the model by using fine-tuning.

B.  

Decrease the number of tokens in the prompt.

C.  

Increase the number of tokens in the prompt.

D.  

Use Provisioned Throughput.

Discussion 0
Question # 36

A financial company uses a generative AI model to assign credit limits to new customers. The company wants to make the decision-making process of the model more transparent to its customers.

Options:

A.  

Use a rule-based system instead of an ML model

B.  

Apply explainable AI techniques to show customers which factors influenced the model's decision

C.  

Develop an interactive UI for customers and provide clear technical explanations about the system

D.  

Increase the accuracy of the model to reduce the need for transparency

Discussion 0
Question # 37

A company acquires International Organization for Standardization (ISO) accreditation to manage AI risks and to use AI responsibly. What does this accreditation certify?

Options:

A.  

All members of the company are ISO certified.

B.  

All AI systems that the company uses are ISO certified.

C.  

All AI application team members are ISO certified.

D.  

The company’s development framework is ISO certified.

Discussion 0
Question # 38

Which option is a characteristic of AI governance frameworks for building trust and deploying human-centered AI technologies?

Options:

A.  

Expanding initiatives across business units to create long-term business value

B.  

Ensuring alignment with business standards, revenue goals, and stakeholder expectations

C.  

Overcoming challenges to drive business transformation and growth

D.  

Developing policies and guidelines for data, transparency, responsible AI, and compliance\

Discussion 0
Question # 39

A company wants to use AI to protect its application from threats. The AI solution needs to check if an IP address is from a suspicious source.

Options:

A.  

Build a speech recognition system

B.  

Create a natural language processing (NLP) named entity recognition system

C.  

Develop an anomaly detection system

D.  

Create a fraud forecasting system

Discussion 0
Question # 40

What is an example of structured data?

Options:

A.  

A file of text comments from an online forum

B.  

A compilation of video files that contains news broadcasts

C.  

A CSV file that consists of measurement data

D.  

Transcribed conversations between call center agents and customers

Discussion 0
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